Statistics in Python - Day 12/30
Question: Perform a two-sample t-test to determine if there is a significant difference between the means of the two groups.
More articles by Dr. Mamta Kapoor
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Statistics in Python Day 18/30
Statistics in Python Day 18/30
Key Python Libraries for Statistics NumPy: Offers fast array operations and basic statistical functions. Pandas:…
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Binomial distribution in Python
Binomial distribution in Python
Question: Simulate 1000-coin tosses, where the coin has a 70% chance of landing heads. Plot the distribution and…
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Bernoulli distribution in Python
Bernoulli distribution in Python
import numpy as np from scipy.stats import bernoulli import matplotlib.
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Statistics in Python - Day 15/30
Statistics in Python - Day 15/30
Question - How can I perform a one-way ANOVA test to determine if there is a significant difference between the means…
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Statistics in Python - Day 14/30
Statistics in Python - Day 14/30
Question: Apply K-means clustering on a 2D dataset and visualize the clusters. Dr.
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Statistics in Python - Day 13/30
Statistics in Python - Day 13/30
Question: Perform a chi-square test to check if two categorical variables are independent. Dr.
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Statistics in Python - Day 11/30
Statistics in Python - Day 11/30
Question: Generate a normal distribution and plot it using Matplotlib. Dr.
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Statistics in Python - Day 10/30
Statistics in Python - Day 10/30
Question: Provided a dataset representing the relationship between years of experience and salary. The data suggests a…
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Statistics in Python - Day 9/30
Statistics in Python - Day 9/30
Question: You are given a dataset about students' academic performance, which includes features like , , and . The…
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Quite Informative Dr. Mamta Kapoor